{"id":19349392,"url":"https://github.com/koldim2001/emotion_classifier","last_synced_at":"2026-05-14T22:01:44.320Z","repository":{"id":108989601,"uuid":"575383446","full_name":"Koldim2001/Emotion_classifier","owner":"Koldim2001","description":"Проведение бинарной и многоклассовой классификаций эмоций людей на фотографиях","archived":false,"fork":false,"pushed_at":"2023-05-02T15:33:51.000Z","size":8041,"stargazers_count":4,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-24T10:19:20.991Z","etag":null,"topics":["binary-classification","classic-machine-learning","discriminant-analysis","emotion-recognition","face-detection","gabor-feature-extraction","lda","multiclass-classification","pca"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Koldim2001.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2022-12-07T11:46:27.000Z","updated_at":"2025-02-22T12:52:55.000Z","dependencies_parsed_at":"2023-04-04T18:15:32.453Z","dependency_job_id":null,"html_url":"https://github.com/Koldim2001/Emotion_classifier","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Koldim2001/Emotion_classifier","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Koldim2001%2FEmotion_classifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Koldim2001%2FEmotion_classifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Koldim2001%2FEmotion_classifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Koldim2001%2FEmotion_classifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Koldim2001","download_url":"https://codeload.github.com/Koldim2001/Emotion_classifier/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Koldim2001%2FEmotion_classifier/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33045145,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-13T13:14:54.681Z","status":"online","status_checked_at":"2026-05-14T02:00:06.663Z","response_time":57,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["binary-classification","classic-machine-learning","discriminant-analysis","emotion-recognition","face-detection","gabor-feature-extraction","lda","multiclass-classification","pca"],"created_at":"2024-11-10T04:26:04.249Z","updated_at":"2026-05-14T22:01:44.286Z","avatar_url":"https://github.com/Koldim2001.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# №1 Создание бинарного классификатора изображений по типу эмоций:\n**Класс 1 - наличие эмоции \u003cbr\u003e\nКласс 0 - нейтральная эмоция** \u003cbr\u003e\n# №2 Создание многоклассового классификатора изображений по типу эмоций:\n**Имеются 7 типов эмоций (7 классов)** \u003cbr\u003e\n\n----\n## Дано:\nВ архиве \"all.zip\" лежит папка all, в которой массив фотографий людей, показывающих различные виды эмоций (для самостоятельного запуска кода архив необходимо скачать по ссылке и после разархивации папку all положить в репозитоий проекта)\u003cbr\u003e\nВ репозитории уже имеется файл _label_dataset.csv_, в котором находится код соответсвующей эмоции для каждого номера фотографии из папки \"all\", которая появляется в текущей директории проекта при запуске кода: \u003cbr\u003e\n0 - neutral,\u003cbr\u003e\n1 - anger,\u003cbr\u003e\n2 - contempt,\u003cbr\u003e\n3 - disgust,\u003cbr\u003e\n4 - fear,\u003cbr\u003e\n5 - happiness,\u003cbr\u003e\n6- surprise\u003cbr\u003e\u003cbr\u003e\n_emotion_class.html_ добавлен в репозиторий для возможности удобного воспроизведения кода \n\n---\nЗагрузить архив _all.zip_ с фотографиями можно по данной ссылке. После загрузки и разархивации папку _all_ надо положить в репозитоий проекта, где уже лежат файлы  _emotion_class_binar.ipynb_, _emotion_class_multy.ipynb_  и _label_dataset.csv_ \u003cbr\u003e\n\n\u003ca href=\"https://drive.google.com/file/d/1fdDs9fHt79Lkoo-HRzIsMdwugeQ96Nwg/view?usp=share_link\" target=\"blank\"\u003e\u003cimg align=\"center\" src=\"http://cdn.onlinewebfonts.com/svg/img_317646.png\" alt=\"kolesnokov__dima\" height=\"50\" width=\"50\" /\u003e \u003c/a\u003e \n\u003cbr\u003e\u003cbr\u003e\n---\n\u003e Решение данного проекта представлено в формате двух документов:\n\u003e1. Бинарная классификация - [emotion_class_binary.ipynb](https://nbviewer.org/github/Koldim2001/Emotion_classifier/blob/main/emotion_class_binary.ipynb)\n\u003e2. Многоклассовая классификация - [emotion_class_multy.ipynb](https://nbviewer.org/github/Koldim2001/Emotion_classifier/blob/main/emotion_class_multy.ipynb)\n\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkoldim2001%2Femotion_classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkoldim2001%2Femotion_classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkoldim2001%2Femotion_classifier/lists"}